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LLM Wiki

A pattern for building personal knowledge bases using LLMs.

This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.

The core idea

Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.

@ongkiii
ongkiii / IPA-Sources.md
Last active June 10, 2026 08:03
REPOS/TELEGRAM CHANNELS LIST BY u/angkitbharadwaj
@devinschumacher
devinschumacher / patreon.md
Last active June 10, 2026 08:02
How to Download Patreon Videos | Patreon Video Downloader (Browser Extension)

Patreon Video Downloader (Browser Extension)

Download videos, audio, images, post text, and attachments from Patreon posts you can already access.

Patreon Downloader is a browser extension built for subscribers, creators, researchers, and teams who want a simpler way to save Patreon content for offline viewing, local backup, and personal organization. It works inside your active Patreon browser session, detects supported media on creator posts, and gives you a direct download workflow without needing separate desktop tools.

  • Save Patreon videos from supported creator posts
  • Download audio, podcast-style posts, images, and file attachments
  • Capture post text for personal archiving and reference
  • Keep local copies for offline viewing, study, review, or backup
@arashkaffamanesh
arashkaffamanesh / vmware.md
Created January 3, 2025 11:22 — forked from ayebrian/vmware.md
VMware ESXi 8 / vCenter 8 / Workstation 17 license key 2024
@sadabx
sadabx / accounts.json
Created May 30, 2026 15:30
prism launcher ms account bypass (v9.4 or older only)
{
"accounts": [
{
"entitlement": {
"canPlayMinecraft": true,
"ownsMinecraft": true
},
"msa-client-id": "",
"type": "MSA"
},
@Kerryliu
Kerryliu / ugreen_truenas_led.md
Last active June 10, 2026 07:54
TrueNAS UGREEN DXP4800 Plus Status LED Guide

UGREEN DXP4800 Plus TrueNAS Status LED Guide

20240609_035951642_iOS

The following is a quick guide on getting basic status LED functionality working with TrueNAS running on the UGREEN DXP4800 Plus. Theoretically, it should work on all models (with some small revisions to the script), but I only have a DXP4800 Plus. :)

This guide is for cron job that runs a script to update the LEDs every couple minutes, but I'm sure the following can be modified for blinky LEDs as well.

Steps: